Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 1165 |
| Missing cells | 8199 |
| Missing cells (%) | 44.0% |
| Duplicate rows | 37 |
| Duplicate rows (%) | 3.2% |
| Total size in memory | 145.8 KiB |
| Average record size in memory | 128.1 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 12 |
| Dataset has 37 (3.2%) duplicate rows | Duplicates |
Excipients_1 has a high cardinality: 93 distinct values | High cardinality |
Application Rate (%) is highly overall correlated with Excipients_1 | High correlation |
initial TN(%) is highly overall correlated with initial CN(%) | High correlation |
initial TC(%) is highly overall correlated with CO2-C loss (%) | High correlation |
initial CN(%) is highly overall correlated with initial TN(%) | High correlation |
TN loss (%) is highly overall correlated with NH3-N loss (%) | High correlation |
NH3-N loss (%) is highly overall correlated with TN loss (%) | High correlation |
N2O-N loss (%) is highly overall correlated with TC loss (%) | High correlation |
TC loss (%) is highly overall correlated with N2O-N loss (%) and 1 other fields | High correlation |
CO2-C loss (%) is highly overall correlated with initial TC(%) and 1 other fields | High correlation |
material_0 is highly overall correlated with material_1 and 1 other fields | High correlation |
material_1 is highly overall correlated with material_0 and 1 other fields | High correlation |
Excipients_1 is highly overall correlated with Application Rate (%) and 2 other fields | High correlation |
material_0 has 87 (7.5%) missing values | Missing |
material_1 has 409 (35.1%) missing values | Missing |
Excipients_1 has 498 (42.7%) missing values | Missing |
Additive Species has 810 (69.5%) missing values | Missing |
Application Rate (%) has 948 (81.4%) missing values | Missing |
initial moisture content(%) has 256 (22.0%) missing values | Missing |
initial pH has 306 (26.3%) missing values | Missing |
initial TN(%) has 214 (18.4%) missing values | Missing |
initial TC(%) has 222 (19.1%) missing values | Missing |
initial CN(%) has 262 (22.5%) missing values | Missing |
TN loss (%) has 558 (47.9%) missing values | Missing |
NH3-N loss (%) has 460 (39.5%) missing values | Missing |
N2O-N loss (%) has 631 (54.2%) missing values | Missing |
TC loss (%) has 795 (68.2%) missing values | Missing |
CH4-C loss (%) has 769 (66.0%) missing values | Missing |
CO2-C loss (%) has 974 (83.6%) missing values | Missing |
Reproduction
| Analysis started | 2024-04-23 06:03:41.111250 |
|---|---|
| Analysis finished | 2024-04-23 06:03:50.287217 |
| Duration | 9.18 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
material_0
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 87 |
| Missing (%) | 7.5% |
| Memory size | 9.2 KiB |
| Manure | |
|---|---|
| Sewage sludge | |
| Lignin | |
| Food waste | |
| Digestate | 43 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 7.6363636 |
| Min length | 5 |
Characters and Unicode
| Total characters | 8232 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Manure |
|---|---|
| 2nd row | Manure |
| 3rd row | Manure |
| 4th row | Manure |
| 5th row | Manure |
Common Values
| Value | Count | Frequency (%) |
| Manure | 673 | |
| Sewage sludge | 185 | 15.9% |
| Lignin | 87 | 7.5% |
| Food waste | 86 | 7.4% |
| Digestate | 43 | 3.7% |
| Other | 4 | 0.3% |
| (Missing) | 87 | 7.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| manure | 673 | |
| sewage | 185 | 13.7% |
| sludge | 185 | 13.7% |
| lignin | 87 | 6.4% |
| food | 86 | 6.4% |
| waste | 86 | 6.4% |
| digestate | 43 | 3.2% |
| other | 4 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1404 | |
| a | 987 | |
| u | 858 | |
| n | 847 | |
| r | 677 | |
| M | 673 | |
| g | 500 | 6.1% |
| s | 314 | 3.8% |
| w | 271 | 3.3% |
| 271 | 3.3% | |
| Other values (11) | 1430 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6883 | |
| Uppercase Letter | 1078 | 13.1% |
| Space Separator | 271 | 3.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1404 | |
| a | 987 | |
| u | 858 | |
| n | 847 | |
| r | 677 | |
| g | 500 | 7.3% |
| s | 314 | 4.6% |
| w | 271 | 3.9% |
| d | 271 | 3.9% |
| i | 217 | 3.2% |
| Other values (4) | 537 | 7.8% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 673 | |
| S | 185 | 17.2% |
| L | 87 | 8.1% |
| F | 86 | 8.0% |
| D | 43 | 4.0% |
| O | 4 | 0.4% |
Space Separator
| Value | Count | Frequency (%) |
| 271 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7961 | |
| Common | 271 | 3.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1404 | |
| a | 987 | |
| u | 858 | |
| n | 847 | |
| r | 677 | |
| M | 673 | |
| g | 500 | 6.3% |
| s | 314 | 3.9% |
| w | 271 | 3.4% |
| d | 271 | 3.4% |
| Other values (10) | 1159 |
Common
| Value | Count | Frequency (%) |
| 271 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8232 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1404 | |
| a | 987 | |
| u | 858 | |
| n | 847 | |
| r | 677 | |
| M | 673 | |
| g | 500 | 6.1% |
| s | 314 | 3.8% |
| w | 271 | 3.3% |
| 271 | 3.3% | |
| Other values (11) | 1430 |
material_1
Categorical
HIGH CORRELATION  MISSING 
| Distinct | 13 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 409 |
| Missing (%) | 35.1% |
| Memory size | 9.2 KiB |
| Swine manure | |
|---|---|
| Cow manure | |
| Poultry manure | |
| Manure | |
| Digestate | 28 |
| Other values (8) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 11.058201 |
| Min length | 5 |
Characters and Unicode
| Total characters | 8360 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Swine manure |
|---|---|
| 2nd row | Swine manure |
| 3rd row | Swine manure |
| 4th row | Swine manure |
| 5th row | Cow manure |
Common Values
| Value | Count | Frequency (%) |
| Swine manure | 319 | |
| Cow manure | 172 | |
| Poultry manure | 131 | 11.2% |
| Manure | 43 | 3.7% |
| Digestate | 28 | 2.4% |
| OFMSW | 25 | 2.1% |
| Yard Waste | 13 | 1.1% |
| Sludge | 10 | 0.9% |
| Horse manure | 5 | 0.4% |
| Food Waste | 5 | 0.4% |
| Other values (3) | 5 | 0.4% |
| (Missing) | 409 |
Length
| Value | Count | Frequency (%) |
| manure | 673 | |
| swine | 319 | |
| cow | 172 | 12.3% |
| poultry | 131 | 9.3% |
| digestate | 28 | 2.0% |
| ofmsw | 25 | 1.8% |
| waste | 18 | 1.3% |
| yard | 13 | 0.9% |
| sludge | 10 | 0.7% |
| horse | 5 | 0.4% |
| Other values (3) | 9 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1083 | |
| n | 994 | |
| r | 824 | |
| u | 816 | |
| a | 734 | |
| 650 | ||
| m | 631 | |
| w | 491 | 5.9% |
| S | 354 | 4.2% |
| i | 347 | 4.2% |
| Other values (17) | 1436 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6836 | |
| Uppercase Letter | 874 | 10.5% |
| Space Separator | 650 | 7.8% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1083 | |
| n | 994 | |
| r | 824 | |
| u | 816 | |
| a | 734 | |
| m | 631 | |
| w | 491 | |
| i | 347 | 5.1% |
| o | 318 | 4.7% |
| t | 207 | 3.0% |
| Other values (6) | 391 | 5.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 354 | |
| C | 172 | |
| P | 131 | 15.0% |
| M | 69 | 7.9% |
| W | 43 | 4.9% |
| F | 30 | 3.4% |
| D | 28 | 3.2% |
| O | 27 | 3.1% |
| Y | 13 | 1.5% |
| H | 7 | 0.8% |
Space Separator
| Value | Count | Frequency (%) |
| 650 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7710 | |
| Common | 650 | 7.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 1083 | |
| n | 994 | |
| r | 824 | |
| u | 816 | |
| a | 734 | |
| m | 631 | |
| w | 491 | |
| S | 354 | 4.6% |
| i | 347 | 4.5% |
| o | 318 | 4.1% |
| Other values (16) | 1118 |
Common
| Value | Count | Frequency (%) |
| 650 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8360 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 1083 | |
| n | 994 | |
| r | 824 | |
| u | 816 | |
| a | 734 | |
| 650 | ||
| m | 631 | |
| w | 491 | 5.9% |
| S | 354 | 4.2% |
| i | 347 | 4.2% |
| Other values (17) | 1436 |
Excipients_1
Categorical
HIGH CARDINALITY  HIGH CORRELATION  MISSING 
| Distinct | 93 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 498 |
| Missing (%) | 42.7% |
| Memory size | 9.2 KiB |
| Corn stalk | |
|---|---|
| Sawdust | |
| Wheat straw | |
| Rice straw | |
| Plant straw | 24 |
| Other values (88) |
Length
| Max length | 55 |
|---|---|
| Median length | 37 |
| Mean length | 12.242879 |
| Min length | 4 |
Characters and Unicode
| Total characters | 8166 |
|---|---|
| Distinct characters | 44 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 38 ? |
|---|---|
| Unique (%) | 5.7% |
Sample
| 1st row | Corn stalk |
|---|---|
| 2nd row | Corn stalk |
| 3rd row | Corn stalk |
| 4th row | Corn stalk |
| 5th row | Sawdust |
Common Values
| Value | Count | Frequency (%) |
| Corn stalk | 133 | 11.4% |
| Sawdust | 91 | 7.8% |
| Wheat straw | 76 | 6.5% |
| Rice straw | 40 | 3.4% |
| Plant straw | 24 | 2.1% |
| Cornstalk | 23 | 2.0% |
| Mushroom residue | 17 | 1.5% |
| Rice husk | 13 | 1.1% |
| Sawdust | 12 | 1.0% |
| Dariy manure + Tomato stalks | 11 | 0.9% |
| Other values (83) | 227 | |
| (Missing) | 498 |
Length
| Value | Count | Frequency (%) |
| straw | 173 | 13.0% |
| corn | 138 | 10.4% |
| stalk | 136 | 10.2% |
| sawdust | 117 | 8.8% |
| wheat | 84 | 6.3% |
| rice | 66 | 5.0% |
| manure | 39 | 2.9% |
| 37 | 2.8% | |
| waste | 34 | 2.6% |
| residue | 33 | 2.5% |
| Other values (105) | 472 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 891 | 10.9% |
| t | 768 | 9.4% |
| s | 764 | 9.4% |
| 684 | 8.4% | |
| r | 621 | 7.6% |
| e | 564 | 6.9% |
| w | 390 | 4.8% |
| u | 385 | 4.7% |
| o | 374 | 4.6% |
| n | 289 | 3.5% |
| Other values (34) | 2436 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6642 | |
| Uppercase Letter | 727 | 8.9% |
| Space Separator | 684 | 8.4% |
| Math Symbol | 101 | 1.2% |
| Other Punctuation | 8 | 0.1% |
| Dash Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 891 | |
| t | 768 | |
| s | 764 | |
| r | 621 | |
| e | 564 | |
| w | 390 | 5.9% |
| u | 385 | 5.8% |
| o | 374 | 5.6% |
| n | 289 | 4.4% |
| l | 285 | 4.3% |
| Other values (14) | 1311 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 204 | |
| C | 171 | |
| W | 85 | |
| R | 70 | 9.6% |
| M | 58 | 8.0% |
| P | 49 | 6.7% |
| T | 18 | 2.5% |
| G | 16 | 2.2% |
| B | 15 | 2.1% |
| F | 14 | 1.9% |
| Other values (5) | 27 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4 | |
| . | 4 |
Space Separator
| Value | Count | Frequency (%) |
| 684 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 101 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 7369 | |
| Common | 797 | 9.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 891 | |
| t | 768 | 10.4% |
| s | 764 | 10.4% |
| r | 621 | 8.4% |
| e | 564 | 7.7% |
| w | 390 | 5.3% |
| u | 385 | 5.2% |
| o | 374 | 5.1% |
| n | 289 | 3.9% |
| l | 285 | 3.9% |
| Other values (29) | 2038 |
Common
| Value | Count | Frequency (%) |
| 684 | ||
| + | 101 | 12.7% |
| - | 4 | 0.5% |
| , | 4 | 0.5% |
| . | 4 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8166 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 891 | 10.9% |
| t | 768 | 9.4% |
| s | 764 | 9.4% |
| 684 | 8.4% | |
| r | 621 | 7.6% |
| e | 564 | 6.9% |
| w | 390 | 4.8% |
| u | 385 | 4.7% |
| o | 374 | 4.6% |
| n | 289 | 3.5% |
| Other values (34) | 2436 |
Additive Species
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 810 |
| Missing (%) | 69.5% |
| Memory size | 9.2 KiB |
| Physical | |
|---|---|
| Chemical | |
| Biological | |
| Mixture | 15 |
Length
| Max length | 10 |
|---|---|
| Median length | 8 |
| Mean length | 8.115493 |
| Min length | 7 |
Characters and Unicode
| Total characters | 2881 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Chemical |
|---|---|
| 2nd row | Chemical |
| 3rd row | Chemical |
| 4th row | Physical |
| 5th row | Physical |
Common Values
| Value | Count | Frequency (%) |
| Physical | 227 | 19.5% |
| Chemical | 85 | 7.3% |
| Biological | 28 | 2.4% |
| Mixture | 15 | 1.3% |
| (Missing) | 810 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| physical | 227 | |
| chemical | 85 | 23.9% |
| biological | 28 | 7.9% |
| mixture | 15 | 4.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 383 | |
| l | 368 | |
| c | 340 | |
| a | 340 | |
| h | 312 | |
| P | 227 | |
| y | 227 | |
| s | 227 | |
| e | 100 | 3.5% |
| C | 85 | 3.0% |
| Other values (9) | 272 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2526 | |
| Uppercase Letter | 355 | 12.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 383 | |
| l | 368 | |
| c | 340 | |
| a | 340 | |
| h | 312 | |
| y | 227 | |
| s | 227 | |
| e | 100 | 4.0% |
| m | 85 | 3.4% |
| o | 56 | 2.2% |
| Other values (5) | 88 | 3.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 227 | |
| C | 85 | 23.9% |
| B | 28 | 7.9% |
| M | 15 | 4.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2881 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 383 | |
| l | 368 | |
| c | 340 | |
| a | 340 | |
| h | 312 | |
| P | 227 | |
| y | 227 | |
| s | 227 | |
| e | 100 | 3.5% |
| C | 85 | 3.0% |
| Other values (9) | 272 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2881 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 383 | |
| l | 368 | |
| c | 340 | |
| a | 340 | |
| h | 312 | |
| P | 227 | |
| y | 227 | |
| s | 227 | |
| e | 100 | 3.5% |
| C | 85 | 3.0% |
| Other values (9) | 272 |
Application Rate (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 82 |
|---|---|
| Distinct (%) | 37.8% |
| Missing | 948 |
| Missing (%) | 81.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.439352 |
| Minimum | 0.002 |
|---|---|
| Maximum | 51 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 0.002 |
|---|---|
| 5-th percentile | 0.976 |
| Q1 | 5 |
| median | 10 |
| Q3 | 18 |
| 95-th percentile | 32.04 |
| Maximum | 51 |
| Range | 50.998 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 9.9579927 |
|---|---|
| Coefficient of variation (CV) | 0.80052341 |
| Kurtosis | 1.5824732 |
| Mean | 12.439352 |
| Median Absolute Deviation (MAD) | 5.2 |
| Skewness | 1.2022293 |
| Sum | 2699.3394 |
| Variance | 99.161618 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 10 | 33 | 2.8% |
| 5 | 19 | 1.6% |
| 23 | 13 | 1.1% |
| 1 | 9 | 0.8% |
| 25 | 6 | 0.5% |
| 33 | 6 | 0.5% |
| 14 | 6 | 0.5% |
| 15 | 6 | 0.5% |
| 20 | 5 | 0.4% |
| 6 | 5 | 0.4% |
| Other values (72) | 109 | 9.4% |
| (Missing) | 948 |
| Value | Count | Frequency (%) |
| 0.002 | 1 | 0.1% |
| 0.25 | 3 | 0.3% |
| 0.4 | 3 | 0.3% |
| 0.409 | 1 | 0.1% |
| 0.454 | 1 | 0.1% |
| 0.497 | 1 | 0.1% |
| 0.88 | 1 | 0.1% |
| 1 | 9 | |
| 1.5 | 1 | 0.1% |
| 1.76 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 51 | 1 | 0.1% |
| 50 | 1 | 0.1% |
| 47 | 1 | 0.1% |
| 42 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 33 | 6 | |
| 31.8 | 1 | 0.1% |
| 31.3 | 1 | 0.1% |
| 30 | 3 | |
| 27 | 2 | 0.2% |
initial moisture content(%)
Real number (ℝ)
| Distinct | 370 |
|---|---|
| Distinct (%) | 40.7% |
| Missing | 256 |
| Missing (%) | 22.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.270385 |
| Minimum | 40 |
|---|---|
| Maximum | 89.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 52.88 |
| Q1 | 60 |
| median | 65 |
| Q3 | 70 |
| 95-th percentile | 81.08 |
| Maximum | 89.8 |
| Range | 49.8 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.1510012 |
|---|---|
| Coefficient of variation (CV) | 0.12488054 |
| Kurtosis | 0.5325882 |
| Mean | 65.270385 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.3839093 |
| Sum | 59330.78 |
| Variance | 66.43882 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 115 | 9.9% |
| 65 | 93 | 8.0% |
| 55 | 21 | 1.8% |
| 70 | 18 | 1.5% |
| 63 | 17 | 1.5% |
| 61 | 10 | 0.9% |
| 64 | 9 | 0.8% |
| 65.4 | 9 | 0.8% |
| 76.28 | 9 | 0.8% |
| 58 | 9 | 0.8% |
| Other values (360) | 599 | |
| (Missing) | 256 |
| Value | Count | Frequency (%) |
| 40 | 2 | |
| 43.61 | 1 | |
| 44 | 1 | |
| 45 | 1 | |
| 45 | 2 | |
| 45.32 | 1 | |
| 46.3 | 1 | |
| 46.7 | 1 | |
| 46.9 | 2 | |
| 47.5 | 2 |
| Value | Count | Frequency (%) |
| 89.8 | 1 | 0.1% |
| 88.5 | 7 | |
| 86 | 1 | 0.1% |
| 85.33 | 2 | 0.2% |
| 85 | 3 | |
| 84.89 | 1 | 0.1% |
| 84.66 | 2 | 0.2% |
| 84.3 | 4 | |
| 84.1 | 1 | 0.1% |
| 84 | 1 | 0.1% |
initial pH
Real number (ℝ)
| Distinct | 376 |
|---|---|
| Distinct (%) | 43.8% |
| Missing | 306 |
| Missing (%) | 26.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.5032901 |
| Minimum | 3.51 |
|---|---|
| Maximum | 10.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 3.51 |
|---|---|
| 5-th percentile | 5.9 |
| Q1 | 7.003182 |
| median | 7.6 |
| Q3 | 8.1 |
| 95-th percentile | 8.8 |
| Maximum | 10.7 |
| Range | 7.19 |
| Interquartile range (IQR) | 1.096818 |
Descriptive statistics
| Standard deviation | 0.90939034 |
|---|---|
| Coefficient of variation (CV) | 0.12119888 |
| Kurtosis | 0.99300558 |
| Mean | 7.5032901 |
| Median Absolute Deviation (MAD) | 0.52 |
| Skewness | -0.50184861 |
| Sum | 6445.3262 |
| Variance | 0.82699078 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.6 | 25 | 2.1% |
| 7.8 | 23 | 2.0% |
| 7.6 | 22 | 1.9% |
| 7.1 | 18 | 1.5% |
| 8 | 17 | 1.5% |
| 6.5 | 17 | 1.5% |
| 8.2 | 16 | 1.4% |
| 7.4 | 16 | 1.4% |
| 7.845613506 | 15 | 1.3% |
| 6.9 | 14 | 1.2% |
| Other values (366) | 676 | |
| (Missing) | 306 |
| Value | Count | Frequency (%) |
| 3.51 | 1 | |
| 4.28 | 1 | |
| 4.42231 | 1 | |
| 4.43 | 1 | |
| 4.45 | 1 | |
| 4.8 | 1 | |
| 4.81275 | 1 | |
| 4.92 | 1 | |
| 5 | 1 | |
| 5.01 | 1 |
| Value | Count | Frequency (%) |
| 10.7 | 1 | |
| 10.32 | 2 | |
| 10 | 1 | |
| 9.8 | 2 | |
| 9.6 | 1 | |
| 9.4 | 1 | |
| 9.35 | 1 | |
| 9.33 | 1 | |
| 9.2 | 1 | |
| 9.19 | 1 |
initial TN(%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 640 |
|---|---|
| Distinct (%) | 67.3% |
| Missing | 214 |
| Missing (%) | 18.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.34614 |
| Minimum | 0.37 |
|---|---|
| Maximum | 11.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 0.37 |
|---|---|
| 5-th percentile | 1.04 |
| Q1 | 1.6163244 |
| median | 1.9902175 |
| Q3 | 2.6 |
| 95-th percentile | 4.865 |
| Maximum | 11.58 |
| Range | 11.21 |
| Interquartile range (IQR) | 0.98367557 |
Descriptive statistics
| Standard deviation | 1.461799 |
|---|---|
| Coefficient of variation (CV) | 0.62306556 |
| Kurtosis | 11.537899 |
| Mean | 2.34614 |
| Median Absolute Deviation (MAD) | 0.47021745 |
| Skewness | 3.0411443 |
| Sum | 2231.1791 |
| Variance | 2.1368563 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.845139719 | 28 | 2.4% |
| 1.9 | 19 | 1.6% |
| 2.1 | 13 | 1.1% |
| 2.4 | 13 | 1.1% |
| 1.4 | 12 | 1.0% |
| 1.79 | 8 | 0.7% |
| 1.5 | 8 | 0.7% |
| 1.7 | 7 | 0.6% |
| 2.04 | 7 | 0.6% |
| 2.6 | 6 | 0.5% |
| Other values (630) | 830 | |
| (Missing) | 214 | 18.4% |
| Value | Count | Frequency (%) |
| 0.37 | 1 | 0.1% |
| 0.68 | 2 | |
| 0.69 | 3 | |
| 0.7 | 2 | |
| 0.723 | 1 | 0.1% |
| 0.77 | 1 | 0.1% |
| 0.782 | 1 | 0.1% |
| 0.794 | 1 | 0.1% |
| 0.8 | 2 | |
| 0.807 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 11.58 | 1 | |
| 11.12 | 1 | |
| 10.55498413 | 1 | |
| 10.4 | 1 | |
| 10.27 | 1 | |
| 10 | 1 | |
| 9.79 | 1 | |
| 9.72 | 1 | |
| 9.1 | 1 | |
| 8.8 | 1 |
initial TC(%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 703 |
|---|---|
| Distinct (%) | 74.5% |
| Missing | 222 |
| Missing (%) | 19.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.693987 |
| Minimum | 1.45 |
|---|---|
| Maximum | 197 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 1.45 |
|---|---|
| 5-th percentile | 28.010389 |
| Q1 | 36.724593 |
| median | 41.06 |
| Q3 | 48.312671 |
| 95-th percentile | 109.54927 |
| Maximum | 197 |
| Range | 195.55 |
| Interquartile range (IQR) | 11.588078 |
Descriptive statistics
| Standard deviation | 27.229587 |
|---|---|
| Coefficient of variation (CV) | 0.55919814 |
| Kurtosis | 9.5182113 |
| Mean | 48.693987 |
| Median Absolute Deviation (MAD) | 5.54 |
| Skewness | 2.9294619 |
| Sum | 45918.43 |
| Variance | 741.4504 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56.40765076 | 22 | 1.9% |
| 38 | 9 | 0.8% |
| 72.33 | 8 | 0.7% |
| 46.6 | 7 | 0.6% |
| 48.99 | 7 | 0.6% |
| 40 | 7 | 0.6% |
| 78.27 | 7 | 0.6% |
| 37.3 | 7 | 0.6% |
| 36.9 | 7 | 0.6% |
| 44.89 | 6 | 0.5% |
| Other values (693) | 856 | |
| (Missing) | 222 | 19.1% |
| Value | Count | Frequency (%) |
| 1.45 | 3 | |
| 5.8 | 1 | 0.1% |
| 5.85 | 1 | 0.1% |
| 6 | 1 | 0.1% |
| 6.35 | 1 | 0.1% |
| 19.14 | 1 | 0.1% |
| 19.152 | 1 | 0.1% |
| 19.3 | 1 | 0.1% |
| 20.2 | 1 | 0.1% |
| 21.8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 197 | 1 | |
| 196.75 | 2 | |
| 185 | 1 | |
| 180.67 | 1 | |
| 178.23 | 1 | |
| 177.9 | 1 | |
| 174.91 | 1 | |
| 172.4 | 1 | |
| 168 | 1 | |
| 163 | 1 |
initial CN(%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 468 |
|---|---|
| Distinct (%) | 51.8% |
| Missing | 262 |
| Missing (%) | 22.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.873341 |
| Minimum | 1.1 |
|---|---|
| Maximum | 55.983471 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 1.1 |
|---|---|
| 5-th percentile | 9.5104021 |
| Q1 | 16 |
| median | 20.1 |
| Q3 | 25.812899 |
| 95-th percentile | 39.709994 |
| Maximum | 55.983471 |
| Range | 54.883471 |
| Interquartile range (IQR) | 9.8128995 |
Descriptive statistics
| Standard deviation | 9.0815696 |
|---|---|
| Coefficient of variation (CV) | 0.41518894 |
| Kurtosis | 1.3589865 |
| Mean | 21.873341 |
| Median Absolute Deviation (MAD) | 4.9 |
| Skewness | 0.95734524 |
| Sum | 19751.627 |
| Variance | 82.474906 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 51 | 4.4% |
| 30 | 43 | 3.7% |
| 20 | 29 | 2.5% |
| 18 | 20 | 1.7% |
| 15 | 20 | 1.7% |
| 17.8 | 11 | 0.9% |
| 21 | 11 | 0.9% |
| 32 | 10 | 0.9% |
| 19 | 9 | 0.8% |
| 18.4 | 8 | 0.7% |
| Other values (458) | 691 | |
| (Missing) | 262 | 22.5% |
| Value | Count | Frequency (%) |
| 1.1 | 1 | 0.1% |
| 2.536745928 | 1 | 0.1% |
| 2.901592789 | 1 | 0.1% |
| 4.43 | 3 | |
| 4.89 | 1 | 0.1% |
| 4.916910084 | 1 | 0.1% |
| 5.22 | 1 | 0.1% |
| 5.4 | 1 | 0.1% |
| 6.1 | 2 | |
| 6.15 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 55.98347107 | 1 | |
| 55 | 1 | |
| 53.73493976 | 1 | |
| 53.69565217 | 1 | |
| 53.37662338 | 1 | |
| 52.88659794 | 1 | |
| 52.0212766 | 1 | |
| 51.70992366 | 1 | |
| 51.5 | 1 | |
| 51.20879121 | 1 |
TN loss (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 494 |
|---|---|
| Distinct (%) | 81.4% |
| Missing | 558 |
| Missing (%) | 47.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.970922 |
| Minimum | -1 |
|---|---|
| Maximum | 85.54023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | 0.1% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | 2.7425561 |
| Q1 | 11.004942 |
| median | 20.85 |
| Q3 | 32.140076 |
| 95-th percentile | 49.597 |
| Maximum | 85.54023 |
| Range | 86.54023 |
| Interquartile range (IQR) | 21.135134 |
Descriptive statistics
| Standard deviation | 15.101342 |
|---|---|
| Coefficient of variation (CV) | 0.65741121 |
| Kurtosis | 0.23315924 |
| Mean | 22.970922 |
| Median Absolute Deviation (MAD) | 10.63 |
| Skewness | 0.68239566 |
| Sum | 13943.35 |
| Variance | 228.05052 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 22 | 6 | 0.5% |
| 15.5 | 5 | 0.4% |
| 35 | 5 | 0.4% |
| 16.99 | 4 | 0.3% |
| 27 | 4 | 0.3% |
| 23 | 4 | 0.3% |
| 0.5 | 4 | 0.3% |
| 63 | 4 | 0.3% |
| 29.9 | 3 | 0.3% |
| 21 | 3 | 0.3% |
| Other values (484) | 565 | |
| (Missing) | 558 |
| Value | Count | Frequency (%) |
| -1 | 1 | |
| 0.2 | 1 | |
| 0.28 | 1 | |
| 0.3 | 1 | |
| 0.34 | 1 | |
| 0.37 | 1 | |
| 0.38 | 1 | |
| 0.39 | 1 | |
| 0.4 | 1 | |
| 0.414 | 1 |
| Value | Count | Frequency (%) |
| 85.54022989 | 1 | 0.1% |
| 82 | 1 | 0.1% |
| 72 | 1 | 0.1% |
| 63 | 4 | |
| 60 | 1 | 0.1% |
| 58.15 | 2 | |
| 58 | 1 | 0.1% |
| 58 | 1 | 0.1% |
| 56.79 | 1 | 0.1% |
| 56 | 1 | 0.1% |
NH3-N loss (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 631 |
|---|---|
| Distinct (%) | 89.5% |
| Missing | 460 |
| Missing (%) | 39.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.774377 |
| Minimum | 0.02 |
|---|---|
| Maximum | 160.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 0.02 |
|---|---|
| 5-th percentile | 0.18295868 |
| Q1 | 2 |
| median | 11.126062 |
| Q3 | 19.6 |
| 95-th percentile | 32.66 |
| Maximum | 160.6 |
| Range | 160.58 |
| Interquartile range (IQR) | 17.6 |
Descriptive statistics
| Standard deviation | 13.134421 |
|---|---|
| Coefficient of variation (CV) | 1.0281849 |
| Kurtosis | 25.587039 |
| Mean | 12.774377 |
| Median Absolute Deviation (MAD) | 8.873938 |
| Skewness | 3.2135879 |
| Sum | 9005.9358 |
| Variance | 172.51302 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24.9 | 5 | 0.4% |
| 0.11 | 4 | 0.3% |
| 0.98493 | 3 | 0.3% |
| 12.7 | 3 | 0.3% |
| 21.16 | 3 | 0.3% |
| 38.7 | 3 | 0.3% |
| 22 | 3 | 0.3% |
| 21.2 | 3 | 0.3% |
| 9.6 | 3 | 0.3% |
| 0.25 | 3 | 0.3% |
| Other values (621) | 672 | |
| (Missing) | 460 |
| Value | Count | Frequency (%) |
| 0.02 | 1 | 0.1% |
| 0.0354 | 1 | 0.1% |
| 0.04 | 1 | 0.1% |
| 0.0413 | 1 | 0.1% |
| 0.06 | 1 | 0.1% |
| 0.1 | 1 | 0.1% |
| 0.11 | 4 | |
| 0.1137694225 | 1 | 0.1% |
| 0.1159278 | 1 | 0.1% |
| 0.12155 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 160.6 | 1 | |
| 84.51497682 | 1 | |
| 75.5 | 1 | |
| 74.71149316 | 1 | |
| 74.5876815 | 1 | |
| 72.7944032 | 1 | |
| 65 | 1 | |
| 52.92898646 | 1 | |
| 50.9 | 1 | |
| 48.9 | 1 |
N2O-N loss (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 398 |
|---|---|
| Distinct (%) | 74.5% |
| Missing | 631 |
| Missing (%) | 54.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.6451723 |
| Minimum | -0.5 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | 0.3% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | -0.5 |
|---|---|
| 5-th percentile | 0.022015 |
| Q1 | 0.22859375 |
| median | 0.715 |
| Q3 | 1.976 |
| 95-th percentile | 7.263606 |
| Maximum | 19 |
| Range | 19.5 |
| Interquartile range (IQR) | 1.7474063 |
Descriptive statistics
| Standard deviation | 2.4258038 |
|---|---|
| Coefficient of variation (CV) | 1.4744983 |
| Kurtosis | 8.7544843 |
| Mean | 1.6451723 |
| Median Absolute Deviation (MAD) | 0.575 |
| Skewness | 2.6552344 |
| Sum | 878.52199 |
| Variance | 5.884524 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 10 | 0.9% |
| 0.6 | 8 | 0.7% |
| 2 | 8 | 0.7% |
| 0.8 | 6 | 0.5% |
| 1 | 6 | 0.5% |
| 1.5 | 6 | 0.5% |
| 1.4 | 5 | 0.4% |
| 1.2 | 5 | 0.4% |
| 0.4 | 5 | 0.4% |
| 0.19 | 4 | 0.3% |
| Other values (388) | 471 | |
| (Missing) | 631 |
| Value | Count | Frequency (%) |
| -0.5 | 3 | |
| 0.0006 | 1 | 0.1% |
| 0.00068 | 1 | 0.1% |
| 0.000756 | 1 | 0.1% |
| 0.00189 | 1 | 0.1% |
| 0.00234 | 1 | 0.1% |
| 0.0025 | 1 | 0.1% |
| 0.003 | 1 | 0.1% |
| 0.004 | 1 | 0.1% |
| 0.006 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 19 | 1 | |
| 13.05 | 1 | |
| 12.65063291 | 1 | |
| 12 | 1 | |
| 11.22 | 1 | |
| 11 | 1 | |
| 10.1722 | 1 | |
| 9.9 | 1 | |
| 9.3 | 1 | |
| 9.103448276 | 1 |
TC loss (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 264 |
|---|---|
| Distinct (%) | 71.4% |
| Missing | 795 |
| Missing (%) | 68.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.571602 |
| Minimum | 5.1 |
|---|---|
| Maximum | 92.58 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 5.1 |
|---|---|
| 5-th percentile | 10.3135 |
| Q1 | 25.475 |
| median | 43.785 |
| Q3 | 52.8975 |
| 95-th percentile | 65.69 |
| Maximum | 92.58 |
| Range | 87.48 |
| Interquartile range (IQR) | 27.4225 |
Descriptive statistics
| Standard deviation | 17.615356 |
|---|---|
| Coefficient of variation (CV) | 0.43417945 |
| Kurtosis | -0.46904485 |
| Mean | 40.571602 |
| Median Absolute Deviation (MAD) | 11.73 |
| Skewness | -0.11069083 |
| Sum | 15011.493 |
| Variance | 310.30077 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 50 | 8 | 0.7% |
| 44 | 5 | 0.4% |
| 51 | 5 | 0.4% |
| 37.8 | 4 | 0.3% |
| 40 | 4 | 0.3% |
| 54 | 4 | 0.3% |
| 32 | 4 | 0.3% |
| 53 | 4 | 0.3% |
| 59.23 | 4 | 0.3% |
| 43 | 4 | 0.3% |
| Other values (254) | 324 | |
| (Missing) | 795 |
| Value | Count | Frequency (%) |
| 5.1 | 1 | |
| 5.54 | 1 | |
| 7 | 1 | |
| 7.04 | 1 | |
| 7.56 | 1 | |
| 7.81 | 1 | |
| 7.9 | 1 | |
| 8.1 | 1 | |
| 8.29 | 1 | |
| 8.3 | 1 |
| Value | Count | Frequency (%) |
| 92.58 | 1 | |
| 88.83 | 1 | |
| 88.75 | 1 | |
| 85.83 | 1 | |
| 80 | 1 | |
| 79.33 | 1 | |
| 75.43 | 1 | |
| 75 | 1 | |
| 69.1 | 1 | |
| 68.8 | 1 |
CH4-C loss (%)
Real number (ℝ)
| Distinct | 277 |
|---|---|
| Distinct (%) | 69.9% |
| Missing | 769 |
| Missing (%) | 66.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.0944841 |
| Minimum | 0.001166 |
|---|---|
| Maximum | 35.87 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | 0.001166 |
|---|---|
| 5-th percentile | 0.0295 |
| Q1 | 0.147525 |
| median | 0.34 |
| Q3 | 0.77375 |
| 95-th percentile | 4.5436182 |
| Maximum | 35.87 |
| Range | 35.868834 |
| Interquartile range (IQR) | 0.626225 |
Descriptive statistics
| Standard deviation | 2.8612458 |
|---|---|
| Coefficient of variation (CV) | 2.6142415 |
| Kurtosis | 77.507749 |
| Mean | 1.0944841 |
| Median Absolute Deviation (MAD) | 0.24 |
| Skewness | 7.7826309 |
| Sum | 433.41571 |
| Variance | 8.1867274 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6 | 8 | 0.7% |
| 0.05 | 7 | 0.6% |
| 0.4 | 6 | 0.5% |
| 0.12 | 6 | 0.5% |
| 0.8 | 6 | 0.5% |
| 0.1 | 6 | 0.5% |
| 0.13 | 5 | 0.4% |
| 0.3 | 5 | 0.4% |
| 0.7 | 5 | 0.4% |
| 0.27 | 4 | 0.3% |
| Other values (267) | 338 | |
| (Missing) | 769 |
| Value | Count | Frequency (%) |
| 0.001166 | 1 | 0.1% |
| 0.0012 | 1 | 0.1% |
| 0.001337 | 1 | 0.1% |
| 0.0018 | 1 | 0.1% |
| 0.002 | 1 | 0.1% |
| 0.002336 | 1 | 0.1% |
| 0.003016 | 1 | 0.1% |
| 0.008 | 1 | 0.1% |
| 0.0098 | 1 | 0.1% |
| 0.01 | 3 |
| Value | Count | Frequency (%) |
| 35.87 | 1 | |
| 25.2 | 1 | |
| 24.04 | 1 | |
| 10 | 1 | |
| 8.409 | 1 | |
| 7.5 | 2 | |
| 7.21 | 1 | |
| 7.2 | 2 | |
| 6.4 | 2 | |
| 6.134185304 | 1 |
CO2-C loss (%)
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 176 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 974 |
| Missing (%) | 83.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.233242 |
| Minimum | -0.8 |
|---|---|
| Maximum | 84.00333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 3 |
| Negative (%) | 0.3% |
| Memory size | 9.2 KiB |
Quantile statistics
| Minimum | -0.8 |
|---|---|
| 5-th percentile | 0.549 |
| Q1 | 3.3473599 |
| median | 12.135153 |
| Q3 | 27.095 |
| 95-th percentile | 47.06 |
| Maximum | 84.00333 |
| Range | 84.80333 |
| Interquartile range (IQR) | 23.74764 |
Descriptive statistics
| Standard deviation | 17.14616 |
|---|---|
| Coefficient of variation (CV) | 0.99494686 |
| Kurtosis | 1.8962755 |
| Mean | 17.233242 |
| Median Absolute Deviation (MAD) | 9.4671527 |
| Skewness | 1.3869988 |
| Sum | 3291.5492 |
| Variance | 293.99079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.5 | 2 | 0.2% |
| 32.1 | 2 | 0.2% |
| 33.3 | 2 | 0.2% |
| 42.9 | 2 | 0.2% |
| 45.6 | 2 | 0.2% |
| 23.9 | 2 | 0.2% |
| 44.8 | 2 | 0.2% |
| 42.4 | 2 | 0.2% |
| 37.2 | 2 | 0.2% |
| -0.16 | 2 | 0.2% |
| Other values (166) | 171 | 14.7% |
| (Missing) | 974 |
| Value | Count | Frequency (%) |
| -0.8 | 1 | |
| -0.16 | 2 | |
| 0.1 | 2 | |
| 0.233 | 1 | |
| 0.235 | 1 | |
| 0.293 | 1 | |
| 0.4537795 | 1 | |
| 0.47 | 1 | |
| 0.628 | 1 | |
| 0.6851181 | 1 |
| Value | Count | Frequency (%) |
| 84.00333 | 1 | |
| 79.56667 | 1 | |
| 74.43333 | 1 | |
| 69.3 | 1 | |
| 60.2 | 1 | |
| 59 | 1 | |
| 57.97 | 1 | |
| 56.949 | 1 | |
| 52.98333 | 1 | |
| 48.02 | 1 |
| Application Rate (%) | initial moisture content(%) | initial pH | initial TN(%) | initial TC(%) | initial CN(%) | TN loss (%) | NH3-N loss (%) | N2O-N loss (%) | TC loss (%) | CH4-C loss (%) | CO2-C loss (%) | material_0 | material_1 | Excipients_1 | Additive Species | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Application Rate (%) | 1.000 | 0.113 | -0.036 | -0.349 | -0.249 | 0.121 | -0.006 | 0.026 | 0.242 | 0.147 | -0.145 | 0.323 | 0.216 | 0.284 | 0.557 | 0.230 |
| initial moisture content(%) | 0.113 | 1.000 | 0.123 | 0.151 | 0.072 | -0.204 | 0.302 | 0.049 | -0.012 | 0.324 | 0.097 | -0.326 | 0.161 | 0.199 | 0.277 | 0.287 |
| initial pH | -0.036 | 0.123 | 1.000 | -0.091 | 0.037 | 0.024 | -0.052 | -0.001 | -0.123 | 0.013 | 0.003 | 0.009 | 0.208 | 0.105 | 0.304 | 0.141 |
| initial TN(%) | -0.349 | 0.151 | -0.091 | 1.000 | 0.278 | -0.669 | 0.251 | -0.061 | -0.243 | 0.001 | -0.042 | -0.172 | 0.122 | 0.156 | 0.234 | 0.084 |
| initial TC(%) | -0.249 | 0.072 | 0.037 | 0.278 | 1.000 | 0.187 | -0.258 | -0.290 | -0.217 | -0.180 | -0.007 | -0.531 | 0.110 | 0.108 | 0.247 | 0.091 |
| initial CN(%) | 0.121 | -0.204 | 0.024 | -0.669 | 0.187 | 1.000 | -0.231 | 0.132 | 0.285 | -0.075 | 0.068 | -0.131 | 0.172 | 0.201 | 0.405 | 0.238 |
| TN loss (%) | -0.006 | 0.302 | -0.052 | 0.251 | -0.258 | -0.231 | 1.000 | 0.672 | 0.452 | 0.493 | -0.056 | 0.404 | 0.134 | 0.172 | 0.384 | 0.138 |
| NH3-N loss (%) | 0.026 | 0.049 | -0.001 | -0.061 | -0.290 | 0.132 | 0.672 | 1.000 | 0.396 | 0.287 | 0.063 | 0.414 | 0.000 | 0.113 | 0.385 | 0.141 |
| N2O-N loss (%) | 0.242 | -0.012 | -0.123 | -0.243 | -0.217 | 0.285 | 0.452 | 0.396 | 1.000 | 0.512 | 0.314 | 0.315 | 0.124 | 0.091 | 0.264 | 0.158 |
| TC loss (%) | 0.147 | 0.324 | 0.013 | 0.001 | -0.180 | -0.075 | 0.493 | 0.287 | 0.512 | 1.000 | 0.221 | 0.635 | 0.151 | 0.224 | 0.494 | 0.300 |
| CH4-C loss (%) | -0.145 | 0.097 | 0.003 | -0.042 | -0.007 | 0.068 | -0.056 | 0.063 | 0.314 | 0.221 | 1.000 | 0.114 | 0.000 | 0.000 | 0.064 | 0.340 |
| CO2-C loss (%) | 0.323 | -0.326 | 0.009 | -0.172 | -0.531 | -0.131 | 0.404 | 0.414 | 0.315 | 0.635 | 0.114 | 1.000 | 0.265 | 0.351 | 0.371 | 0.276 |
| material_0 | 0.216 | 0.161 | 0.208 | 0.122 | 0.110 | 0.172 | 0.134 | 0.000 | 0.124 | 0.151 | 0.000 | 0.265 | 1.000 | 0.995 | 0.728 | 0.111 |
| material_1 | 0.284 | 0.199 | 0.105 | 0.156 | 0.108 | 0.201 | 0.172 | 0.113 | 0.091 | 0.224 | 0.000 | 0.351 | 0.995 | 1.000 | 0.733 | 0.141 |
| Excipients_1 | 0.557 | 0.277 | 0.304 | 0.234 | 0.247 | 0.405 | 0.384 | 0.385 | 0.264 | 0.494 | 0.064 | 0.371 | 0.728 | 0.733 | 1.000 | 0.393 |
| Additive Species | 0.230 | 0.287 | 0.141 | 0.084 | 0.091 | 0.238 | 0.138 | 0.141 | 0.158 | 0.300 | 0.340 | 0.276 | 0.111 | 0.141 | 0.393 | 1.000 |
| material_0 | material_1 | Excipients_1 | Additive Species | Application Rate (%) | initial moisture content(%) | initial pH | initial TN(%) | initial TC(%) | initial CN(%) | TN loss (%) | NH3-N loss (%) | N2O-N loss (%) | TC loss (%) | CH4-C loss (%) | CO2-C loss (%) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Manure | Swine manure | Corn stalk | NaN | NaN | 65.0 | 7.60664 | 2.660 | 39.90 | 15.0 | 35.0 | 28.00 | NaN | 50.0 | NaN | NaN |
| 1 | Manure | Swine manure | Corn stalk | Chemical | 0.409 | 65.0 | 7.41084 | 2.660 | 39.90 | 15.0 | 12.0 | 9.00 | NaN | 53.0 | NaN | NaN |
| 2 | Manure | Swine manure | Corn stalk | Chemical | 0.497 | 65.0 | 6.61538 | 2.660 | 39.90 | 15.0 | 5.0 | 4.00 | NaN | 55.0 | NaN | NaN |
| 3 | Manure | Swine manure | Corn stalk | Chemical | 0.454 | 65.0 | 6.40734 | 2.660 | 39.90 | 15.0 | 1.0 | 0.50 | NaN | 43.0 | NaN | NaN |
| 4 | Manure | Cow manure | Sawdust | NaN | NaN | NaN | 7.52000 | 1.310 | 47.16 | 36.0 | 16.0 | 7.26 | NaN | NaN | NaN | NaN |
| 5 | Manure | Cow manure | Sawdust | Physical | 17.000 | NaN | 7.58000 | 1.140 | NaN | NaN | 6.1 | 3.59 | NaN | NaN | NaN | NaN |
| 6 | Sewage sludge | NaN | Sawdust | NaN | NaN | NaN | 7.70000 | 2.850 | NaN | NaN | 35.1 | 15.53 | NaN | NaN | NaN | NaN |
| 7 | Sewage sludge | NaN | Sawdust | Physical | 17.000 | NaN | 7.40000 | 1.850 | 35.15 | 19.0 | 11.4 | 13.53 | NaN | NaN | NaN | NaN |
| 8 | Manure | Cow manure | Sawdust | NaN | NaN | 61.7 | 7.87000 | 0.984 | 50.60 | 51.5 | -1.0 | 6.79 | NaN | NaN | NaN | NaN |
| 9 | Manure | Cow manure | Sawdust | Physical | 6.000 | 61.4 | 7.94000 | 1.120 | 49.90 | 44.6 | 4.5 | 2.95 | NaN | NaN | NaN | NaN |
| material_0 | material_1 | Excipients_1 | Additive Species | Application Rate (%) | initial moisture content(%) | initial pH | initial TN(%) | initial TC(%) | initial CN(%) | TN loss (%) | NH3-N loss (%) | N2O-N loss (%) | TC loss (%) | CH4-C loss (%) | CO2-C loss (%) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1155 | NaN | NaN | NaN | NaN | NaN | 76.28 | NaN | NaN | 78.270000 | NaN | NaN | 0.150 | 0.328 | NaN | 0.800 | 3.754 |
| 1156 | NaN | NaN | NaN | NaN | NaN | 82.52 | NaN | 3.20000 | 86.880000 | 27.150000 | NaN | 0.412 | 0.223 | NaN | 0.360 | 1.312 |
| 1157 | NaN | NaN | NaN | NaN | NaN | 77.67 | NaN | 2.92000 | 123.790000 | 42.393836 | NaN | 0.128 | 0.432 | NaN | 0.270 | 7.299 |
| 1158 | NaN | NaN | NaN | NaN | NaN | 72.04 | NaN | 2.60000 | 178.230000 | 22.351349 | NaN | 0.223 | 0.168 | NaN | 0.180 | 8.177 |
| 1159 | NaN | NaN | NaN | NaN | NaN | 45.32 | 7.35 | 2.84514 | 174.910000 | 12.013049 | NaN | NaN | 0.140 | NaN | 0.410 | 2.818 |
| 1160 | NaN | NaN | NaN | NaN | NaN | 57.90 | 8.14 | 10.27000 | 56.407651 | 31.372931 | NaN | NaN | 0.380 | NaN | 0.250 | 11.935 |
| 1161 | NaN | NaN | NaN | NaN | NaN | 62.90 | 8.20 | 2.84514 | 56.407651 | 25.006729 | NaN | 0.740 | NaN | NaN | NaN | 0.100 |
| 1162 | NaN | NaN | NaN | NaN | NaN | 62.90 | 8.20 | 2.84514 | 56.407651 | 25.006729 | NaN | 0.351 | NaN | NaN | NaN | 0.100 |
| 1163 | NaN | NaN | NaN | NaN | NaN | 59.66 | 9.00 | NaN | NaN | NaN | NaN | NaN | 0.168 | NaN | 0.785 | 0.235 |
| 1164 | NaN | NaN | NaN | NaN | NaN | 76.00 | 8.20 | 3.89000 | 69.210000 | 17.791774 | NaN | 1.500 | 1.100 | NaN | 2.940 | 5.635 |
Most frequently occurring
| material_0 | material_1 | Excipients_1 | Additive Species | Application Rate (%) | initial moisture content(%) | initial pH | initial TN(%) | initial TC(%) | initial CN(%) | TN loss (%) | NH3-N loss (%) | N2O-N loss (%) | TC loss (%) | CH4-C loss (%) | CO2-C loss (%) | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | Manure | Swine manure | NaN | Chemical | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 3 |
| 0 | Food waste | NaN | NaN | Chemical | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2 |
| 1 | Manure | Cow manure | Pine Sawdust | Physical | 23.0 | 73.9510 | 7.60 | 0.68 | 32.33 | 47.5 | 28.27 | 18.668508 | 6.564822 | 53.04 | NaN | NaN | 2 |
| 2 | Manure | Cow manure | Pine Sawdust | NaN | NaN | 75.5746 | 7.70 | 0.85 | 40.41 | 47.5 | 44.15 | 21.764741 | 7.111570 | 61.65 | NaN | NaN | 2 |
| 3 | Manure | Cow manure | Rice straw | Physical | 23.0 | 55.0916 | 8.00 | 0.80 | 29.73 | 37.1 | 46.31 | 26.722237 | 6.738177 | 55.46 | NaN | NaN | 2 |
| 4 | Manure | Cow manure | Rice straw | NaN | NaN | 62.3508 | 8.20 | 1.00 | 37.16 | 37.2 | 58.15 | 22.364625 | 4.246586 | 64.61 | NaN | NaN | 2 |
| 5 | Manure | Poultry manure | Plant straw | Physical | 5.0 | 60.0000 | 7.13 | 1.70 | 51.00 | 30.0 | 8.15 | NaN | NaN | 37.80 | NaN | NaN | 2 |
| 6 | Manure | Poultry manure | Plant straw | Physical | 5.0 | 60.0000 | 7.16 | 1.82 | 45.50 | 25.0 | 16.31 | NaN | NaN | 39.60 | NaN | NaN | 2 |
| 7 | Manure | Poultry manure | Plant straw | Physical | 5.0 | 60.0000 | 7.48 | 1.63 | 48.90 | 30.0 | 16.99 | NaN | NaN | 40.50 | NaN | NaN | 2 |
| 8 | Manure | Poultry manure | Plant straw | Physical | 5.0 | 60.0000 | 7.69 | 1.78 | 44.50 | 25.0 | 18.35 | NaN | NaN | 30.60 | NaN | NaN | 2 |